دليل IBM الجديد "RAG Cookbook" يشرح كيف نبني أنظمة استرجاع معتمد على نماذج اللغة الكبيرة. 🔹 **مفتاح النجاح:** دمج محرك بحث محلي مع نموذج LLM يرفع دقة النتائج ويقلل زمن الاستجابة، مع الحفاظ على سرية البيانات. 🔹 مثال عملي: تخزين embeddings محليًا ثم طلب توليد إجابات من نموذج AI فقط عند الحاجة. #AI #RAG #DataPrivacy #OpenSource #Fediverse🔗 https://news.google.com/rss/articles/CBMidEFVX3lxTFBDVVZMQm40Q1dQdThiY0ZlR0ozUEsxX01TWmhJcGNhTW9PRFFzcE1oSUJuLUQtaVc0YldfLU5fYUxDMEhYLVI2YUt0cUNycmNSUjJmU1BPUG9FU0JhN2IxaHJ1NWNwVEdJZE4xQnNjQUw1ZXpp?oc=5
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